Pandas Profiling Report

Dataset statistics

Number of variables	29
Number of observations	65510
Missing cells	820728
Missing cells (%)	43.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	14.5 MiB
Average record size in memory	232.0 B

Variable types

DateTime	1
Numeric	12
Categorical	12
Text	1
Unsupported	3

Alerts

`tR` is highly imbalanced (99.9%)	Imbalance
`Pa` has 23558 (36.0%) missing values	Missing
`ff10` has 65314 (99.7%) missing values	Missing
`ff3` has 64071 (97.8%) missing values	Missing
`N` has 3726 (5.7%) missing values	Missing
`W1` has 35176 (53.7%) missing values	Missing
`W2` has 35176 (53.7%) missing values	Missing
`Tn` has 54267 (82.8%) missing values	Missing
`Tx` has 58512 (89.3%) missing values	Missing
`Cl` has 16143 (24.6%) missing values	Missing
`Nh` has 13107 (20.0%) missing values	Missing
`H` has 13086 (20.0%) missing values	Missing
`Cm` has 33715 (51.5%) missing values	Missing
`Ch` has 37018 (56.5%) missing values	Missing
`VV` has 25905 (39.5%) missing values	Missing
`RRR` has 44894 (68.5%) missing values	Missing
`tR` has 44893 (68.5%) missing values	Missing
`E` has 62595 (95.6%) missing values	Missing
`Tg` has 63212 (96.5%) missing values	Missing
`E'` has 62818 (95.9%) missing values	Missing
`sss` has 63042 (96.2%) missing values	Missing
`Local time in Moscow` has unique values	Unique
`VV` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`RRR` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`sss` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Pa` has 2739 (4.2%) zeros	Zeros
`Ff` has 16859 (25.7%) zeros	Zeros

Reproduction

Analysis started	2024-06-23 15:18:21.965541
Analysis finished	2024-06-23 15:19:35.925544
Duration	1 minute and 13.96 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

Local time in Moscow
Date

UNIQUE

Distinct	65510
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	511.9 KiB

Minimum	2005-01-02 03:00:00
Maximum	2024-12-04 21:00:00

Histogram

Histogram with fixed size bins (bins=50)

T
Real number (ℝ)

Distinct	646
Distinct (%)	1.0%
Missing	7
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	6.6552524

Minimum	-30.5
Maximum	37.8
Zeros	256
Zeros (%)	0.4%
Negative	18286
Negative (%)	27.9%
Memory size	511.9 KiB

Quantile statistics

Minimum	-30.5
5-th percentile	-11.2
Q1	-0.8
median	6.1
Q3	15.1
95-th percentile	23.8
Maximum	37.8
Range	68.3
Interquartile range (IQR)	15.9

Descriptive statistics

Standard deviation	10.786456
Coefficient of variation (CV)	1.6207434
Kurtosis	-0.48078284
Mean	6.6552524
Median Absolute Deviation (MAD)	7.9
Skewness	-0.093031673
Sum	435939
Variance	116.34764
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8	365	0.6%
1.3	364	0.6%
0.5	327	0.5%
0.3	325	0.5%
1	324	0.5%
0.6	323	0.5%
1.7	321	0.5%
0.4	320	0.5%
1.6	317	0.5%
1.5	315	0.5%
Other values (636)	62202	95.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-30.5	1	< 0.1%
-30.4	1	< 0.1%
-30.2	2	< 0.1%
-30	1	< 0.1%
-29.9	2	< 0.1%
-29.7	1	< 0.1%
-29.6	1	< 0.1%
-29.4	1	< 0.1%
-29.3	1	< 0.1%
-29	1	< 0.1%

Value	Count	Frequency (%)
37.8	1	< 0.1%
37.3	1	< 0.1%
37.2	1	< 0.1%
36.6	1	< 0.1%
36.3	1	< 0.1%
36.2	1	< 0.1%
35.8	4	< 0.1%
35.4	3	< 0.1%
35.3	1	< 0.1%
35.2	3	< 0.1%

Po
Real number (ℝ)

Distinct	606
Distinct (%)	0.9%
Missing	176
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	747.6735

Minimum	712.2
Maximum	778.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	511.9 KiB

Quantile statistics

Minimum	712.2
5-th percentile	734.9
Q1	743
median	747.7
Q3	752.4
95-th percentile	760.4
Maximum	778.2
Range	66
Interquartile range (IQR)	9.4

Descriptive statistics

Standard deviation	7.7037441
Coefficient of variation (CV)	0.010303621
Kurtosis	0.80323385
Mean	747.6735
Median Absolute Deviation (MAD)	4.7
Skewness	-0.031449739
Sum	48848500
Variance	59.347674
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
746.8	601	0.9%
747.4	598	0.9%
748	596	0.9%
750.4	578	0.9%
749.2	573	0.9%
748.6	567	0.9%
745.6	542	0.8%
746.2	536	0.8%
749.8	515	0.8%
744.4	502	0.8%
Other values (596)	59726	91.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
712.2	1	< 0.1%
712.8	1	< 0.1%
713.3	1	< 0.1%
713.4	2	< 0.1%
713.8	2	< 0.1%
714.6	1	< 0.1%
714.7	1	< 0.1%
714.8	1	< 0.1%
715.2	2	< 0.1%
715.3	2	< 0.1%

Value	Count	Frequency (%)
778.2	1	< 0.1%
778	1	< 0.1%
777.9	1	< 0.1%
777.7	2	< 0.1%
777.6	1	< 0.1%
777.4	1	< 0.1%
777.1	1	< 0.1%
776.9	1	< 0.1%
776.6	1	< 0.1%
776.5	3	< 0.1%

P
Real number (ℝ)

Distinct	628
Distinct (%)	1.0%
Missing	137
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	762.04788

Minimum	725.9
Maximum	794.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	511.9 KiB

Quantile statistics

Minimum	725.9
5-th percentile	749.1
Q1	757.2
median	761.8
Q3	766.8
95-th percentile	775.6
Maximum	794.5
Range	68.6
Interquartile range (IQR)	9.6

Descriptive statistics

Standard deviation	7.9675075
Coefficient of variation (CV)	0.01045539
Kurtosis	0.81431743
Mean	762.04788
Median Absolute Deviation (MAD)	4.8
Skewness	0.080122903
Sum	49817356
Variance	63.481176
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
760.6	589	0.9%
763.6	585	0.9%
761.2	561	0.9%
760	549	0.8%
763	542	0.8%
761.8	533	0.8%
759.4	528	0.8%
762.4	527	0.8%
764.2	499	0.8%
758.8	489	0.7%
Other values (618)	59971	91.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
725.9	2	< 0.1%
727	2	< 0.1%
727.4	1	< 0.1%
727.6	1	< 0.1%
727.8	1	< 0.1%
727.9	1	< 0.1%
728.6	1	< 0.1%
728.7	2	< 0.1%
729.3	2	< 0.1%
729.4	2	< 0.1%

Value	Count	Frequency (%)
794.5	1	< 0.1%
794.2	1	< 0.1%
794	2	< 0.1%
793.8	1	< 0.1%
793.7	1	< 0.1%
793.6	1	< 0.1%
793.4	1	< 0.1%
793.2	2	< 0.1%
793.1	1	< 0.1%
793	8	< 0.1%

Pa
Real number (ℝ)

MISSING ZEROS

Distinct	123
Distinct (%)	0.3%
Missing	23558
Missing (%)	36.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.0019403127

Minimum	-13.4
Maximum	9.9
Zeros	2739
Zeros (%)	4.2%
Negative	19259
Negative (%)	29.4%
Memory size	511.9 KiB

Quantile statistics

Minimum	-13.4
5-th percentile	-1.4
Q1	-0.5
median	0
Q3	0.5
95-th percentile	1.4
Maximum	9.9
Range	23.3
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.90889337
Coefficient of variation (CV)	-468.42622
Kurtosis	5.3305839
Mean	-0.0019403127
Median Absolute Deviation (MAD)	0.5
Skewness	-0.30472254
Sum	-81.4
Variance	0.82608715
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2739	4.2%
0.3	2432	3.7%
-0.3	2256	3.4%
0.1	2176	3.3%
0.2	2165	3.3%
-0.1	2113	3.2%
-0.2	2020	3.1%
0.6	1733	2.6%
-0.4	1726	2.6%
0.4	1683	2.6%
Other values (113)	20909	31.9%
(Missing)	23558	36.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-13.4	1	< 0.1%
-8.5	1	< 0.1%
-8	2	< 0.1%
-7.8	1	< 0.1%
-7.4	1	< 0.1%
-7.1	1	< 0.1%
-6.9	2	< 0.1%
-6.5	1	< 0.1%
-6.2	1	< 0.1%
-5.8	1	< 0.1%

Value	Count	Frequency (%)
9.9	1	< 0.1%
9.6	1	< 0.1%
8.6	1	< 0.1%
6.8	1	< 0.1%
5.9	2	< 0.1%
5.6	1	< 0.1%
5.4	1	< 0.1%
5.1	1	< 0.1%
5	1	< 0.1%
4.9	1	< 0.1%

U
Real number (ℝ)

Distinct	88
Distinct (%)	0.1%
Missing	44
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	75.39393

Minimum	12
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	511.9 KiB

Quantile statistics

Minimum	12
5-th percentile	38
Q1	64
median	81
Q3	90
95-th percentile	97
Maximum	100
Range	88
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	18.483595
Coefficient of variation (CV)	0.24516026
Kurtosis	-0.070879659
Mean	75.39393
Median Absolute Deviation (MAD)	11
Skewness	-0.87881952
Sum	4935739
Variance	341.64329
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
90	2254	3.4%
85	2134	3.3%
94	2002	3.1%
86	1887	2.9%
88	1861	2.8%
89	1823	2.8%
96	1818	2.8%
91	1818	2.8%
80	1743	2.7%
92	1741	2.7%
Other values (78)	46385	70.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12	1	< 0.1%
14	5	< 0.1%
15	4	< 0.1%
16	8	< 0.1%
17	9	< 0.1%
18	25	< 0.1%
19	20	< 0.1%
20	40	0.1%
21	39	0.1%
22	78	0.1%

Value	Count	Frequency (%)
100	668	1.0%
99	1071	1.6%
98	1014	1.5%
97	1588	2.4%
96	1818	2.8%
95	1633	2.5%
94	2002	3.1%
93	1695	2.6%
92	1741	2.7%
91	1818	2.8%

DD
Categorical

Distinct	18
Distinct (%)	< 0.1%
Missing	50
Missing (%)	0.1%
Memory size	511.9 KiB

Calm, no wind	16859
Wind blowing from the west	4842
Wind blowing from the south-southeast	4448
Wind blowing from the north	4307
Wind blowing from the south	3777
Other values (13)	31227

Length

Max length	37
Median length	32
Mean length	27.410067
Min length	13

Characters and Unicode

Total characters	1794263
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Calm, no wind
2nd row	Wind blowing from the south-southeast
3rd row	Wind blowing from the south-east
4th row	Wind blowing from the south-southeast
5th row	Wind blowing from the south-southeast

Common Values

Value	Count	Frequency (%)
Calm, no wind	16859	25.7%
Wind blowing from the west	4842	7.4%
Wind blowing from the south-southeast	4448	6.8%
Wind blowing from the north	4307	6.6%
Wind blowing from the south	3777	5.8%
Wind blowing from the west-southwest	3594	5.5%
Wind blowing from the south-east	3589	5.5%
Wind blowing from the north-northwest	3466	5.3%
Wind blowing from the north-west	3343	5.1%
Wind blowing from the south-west	3086	4.7%
Other values (8)	14149	21.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
wind	65460	22.3%
blowing	48600	16.6%
from	48600	16.6%
the	48600	16.6%
calm	16859	5.7%
no	16859	5.7%
west	4842	1.6%
south-southeast	4448	1.5%
north	4307	1.5%
south	3777	1.3%
Other values (14)	31228	10.6%

Most occurring characters

Value	Count	Frequency (%)
	228120	12.7%
o	168269	9.4%
n	156285	8.7%
t	153056	8.5%
i	114063	6.4%
h	102809	5.7%
e	98848	5.5%
w	95400	5.3%
s	79090	4.4%
r	73967	4.1%
Other values (14)	524356	29.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1794263	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	228120	12.7%
o	168269	9.4%
n	156285	8.7%
t	153056	8.5%
i	114063	6.4%
h	102809	5.7%
e	98848	5.5%
w	95400	5.3%
s	79090	4.4%
r	73967	4.1%
Other values (14)	524356	29.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1794263	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	228120	12.7%
o	168269	9.4%
n	156285	8.7%
t	153056	8.5%
i	114063	6.4%
h	102809	5.7%
e	98848	5.5%
w	95400	5.3%
s	79090	4.4%
r	73967	4.1%
Other values (14)	524356	29.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1794263	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	228120	12.7%
o	168269	9.4%
n	156285	8.7%
t	153056	8.5%
i	114063	6.4%
h	102809	5.7%
e	98848	5.5%
w	95400	5.3%
s	79090	4.4%
r	73967	4.1%
Other values (14)	524356	29.2%

Ff
Real number (ℝ)

ZEROS

Distinct	9
Distinct (%)	< 0.1%
Missing	50
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.1644974

Minimum	0
Maximum	8
Zeros	16859
Zeros (%)	25.7%
Negative	0
Negative (%)	0.0%
Memory size	511.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	3
Maximum	8
Range	8
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	0.94550237
Coefficient of variation (CV)	0.8119403
Kurtosis	0.4976303
Mean	1.1644974
Median Absolute Deviation (MAD)	1
Skewness	0.69393788
Sum	76228
Variance	0.89397473
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1	27536	42.0%
0	16859	25.7%
2	15652	23.9%
3	4429	6.8%
4	839	1.3%
5	130	0.2%
6	11	< 0.1%
7	3	< 0.1%
8	1	< 0.1%
(Missing)	50	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16859	25.7%
1	27536	42.0%
2	15652	23.9%
3	4429	6.8%
4	839	1.3%
5	130	0.2%
6	11	< 0.1%
7	3	< 0.1%
8	1	< 0.1%

Value	Count	Frequency (%)
8	1	< 0.1%
7	3	< 0.1%
6	11	< 0.1%
5	130	0.2%
4	839	1.3%
3	4429	6.8%
2	15652	23.9%
1	27536	42.0%
0	16859	25.7%

ff10
Real number (ℝ)

MISSING

Distinct	8
Distinct (%)	4.1%
Missing	65314
Missing (%)	99.7%
Infinite	0
Infinite (%)	0.0%
Mean	11.168367

Minimum	10
Maximum	18
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	511.9 KiB

Quantile statistics

Minimum	10
5-th percentile	10
Q1	10
median	11
Q3	12
95-th percentile	13.25
Maximum	18
Range	8
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.3689672
Coefficient of variation (CV)	0.12257541
Kurtosis	3.9832576
Mean	11.168367
Median Absolute Deviation (MAD)	1
Skewness	1.6791574
Sum	2189
Variance	1.8740712
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
10	79	0.1%
11	53	0.1%
12	38	0.1%
13	16	< 0.1%
15	4	< 0.1%
14	3	< 0.1%
16	2	< 0.1%
18	1	< 0.1%
(Missing)	65314	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	79	0.1%
11	53	0.1%
12	38	0.1%
13	16	< 0.1%
14	3	< 0.1%
15	4	< 0.1%
16	2	< 0.1%
18	1	< 0.1%

Value	Count	Frequency (%)
18	1	< 0.1%
16	2	< 0.1%
15	4	< 0.1%
14	3	< 0.1%
13	16	< 0.1%
12	38	0.1%
11	53	0.1%
10	79	0.1%

ff3
Real number (ℝ)

MISSING

Distinct	12
Distinct (%)	0.8%
Missing	64071
Missing (%)	97.8%
Infinite	0
Infinite (%)	0.0%
Mean	11.448923

Minimum	10
Maximum	21
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	511.9 KiB

Quantile statistics

Minimum	10
5-th percentile	10
Q1	10
median	11
Q3	12
95-th percentile	14
Maximum	21
Range	11
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.5390142
Coefficient of variation (CV)	0.13442436
Kurtosis	3.3621821
Mean	11.448923
Median Absolute Deviation (MAD)	1
Skewness	1.4481978
Sum	16475
Variance	2.3685646
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
10	516	0.8%
12	366	0.6%
11	284	0.4%
13	144	0.2%
14	67	0.1%
15	34	0.1%
16	12	< 0.1%
17	7	< 0.1%
18	6	< 0.1%
19	1	< 0.1%
Other values (2)	2	< 0.1%
(Missing)	64071	97.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	516	0.8%
11	284	0.4%
12	366	0.6%
13	144	0.2%
14	67	0.1%
15	34	0.1%
16	12	< 0.1%
17	7	< 0.1%
18	6	< 0.1%
19	1	< 0.1%

Value	Count	Frequency (%)
21	1	< 0.1%
20	1	< 0.1%
19	1	< 0.1%
18	6	< 0.1%
17	7	< 0.1%
16	12	< 0.1%
15	34	0.1%
14	67	0.1%
13	144	0.2%
12	366	0.6%

N
Categorical

MISSING

Distinct	10
Distinct (%)	< 0.1%
Missing	3726
Missing (%)	5.7%
Memory size	511.9 KiB

100%.	27913
no clouds	9297
90 or more, but not 100%	6914
70 – 80%.	6685
20–30%.	3724
Other values (5)	7251

Length

Max length	58
Median length	25
Mean length	8.6160171
Min length	4

Characters and Unicode

Total characters	532332
Distinct characters	37
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	70 – 80%.
2nd row	70 – 80%.
3rd row	90 or more, but not 100%
4th row	100%.
5th row	100%.

Common Values

Value	Count	Frequency (%)
100%.	27913	42.6%
no clouds	9297	14.2%
90 or more, but not 100%	6914	10.6%
70 – 80%.	6685	10.2%
20–30%.	3724	5.7%
60%.	2942	4.5%
40%.	2130	3.3%
50%.	1206	1.8%
10% or less, but not 0	901	1.4%
Sky obscured by fog and/or other meteorological phenomena.	72	0.1%
(Missing)	3726	5.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
100	34827	28.1%
no	9297	7.5%
clouds	9297	7.5%
or	7815	6.3%
but	7815	6.3%
not	7815	6.3%
90	6914	5.6%
more	6914	5.6%
70	6685	5.4%
–	6685	5.4%
Other values (16)	19966	16.1%

Most occurring characters

Value	Count	Frequency (%)
0	105466	19.8%
	70061	13.2%
%	52415	9.8%
.	44672	8.4%
o	41714	7.8%
1	35728	6.7%
n	17328	3.3%
u	17184	3.2%
t	15774	3.0%
r	15017	2.8%
Other values (27)	116973	22.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	532332	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	105466	19.8%
	70061	13.2%
%	52415	9.8%
.	44672	8.4%
o	41714	7.8%
1	35728	6.7%
n	17328	3.3%
u	17184	3.2%
t	15774	3.0%
r	15017	2.8%
Other values (27)	116973	22.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	532332	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	105466	19.8%
	70061	13.2%
%	52415	9.8%
.	44672	8.4%
o	41714	7.8%
1	35728	6.7%
n	17328	3.3%
u	17184	3.2%
t	15774	3.0%
r	15017	2.8%
Other values (27)	116973	22.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	532332	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	105466	19.8%
	70061	13.2%
%	52415	9.8%
.	44672	8.4%
o	41714	7.8%
1	35728	6.7%
n	17328	3.3%
u	17184	3.2%
t	15774	3.0%
r	15017	2.8%
Other values (27)	116973	22.0%

WW
Text

Distinct	133
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	511.9 KiB

Length

Max length	140
Median length	1
Mean length	12.879148
Min length	1

Characters and Unicode

Total characters	843713
Distinct characters	51
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	53 ?
Unique (%)	0.1%

Sample

1st row
2nd row
3rd row
4th row
5th row

Value	Count	Frequency (%)
of	15037	12.2%
mist	14543	11.8%
slight	8032	6.5%
at	6192	5.0%
time	6187	5.0%
observation	6187	5.0%
rain	5784	4.7%
shower(s	5686	4.6%
continuous	5537	4.5%
fall	4039	3.3%
Other values (117)	46297	37.5%

Most occurring characters

Value	Count	Frequency (%)
	158698	18.8%
o	68570	8.1%
t	64006	7.6%
s	60664	7.2%
i	55849	6.6%
n	50451	6.0%
e	49278	5.8%
a	38603	4.6%
l	30932	3.7%
.	30480	3.6%
Other values (41)	236182	28.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	843713	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	158698	18.8%
o	68570	8.1%
t	64006	7.6%
s	60664	7.2%
i	55849	6.6%
n	50451	6.0%
e	49278	5.8%
a	38603	4.6%
l	30932	3.7%
.	30480	3.6%
Other values (41)	236182	28.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	843713	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	158698	18.8%
o	68570	8.1%
t	64006	7.6%
s	60664	7.2%
i	55849	6.6%
n	50451	6.0%
e	49278	5.8%
a	38603	4.6%
l	30932	3.7%
.	30480	3.6%
Other values (41)	236182	28.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	843713	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	158698	18.8%
o	68570	8.1%
t	64006	7.6%
s	60664	7.2%
i	55849	6.6%
n	50451	6.0%
e	49278	5.8%
a	38603	4.6%
l	30932	3.7%
.	30480	3.6%
Other values (41)	236182	28.0%

W1
Categorical

MISSING

Distinct	10
Distinct (%)	< 0.1%
Missing	35176
Missing (%)	53.7%
Memory size	511.9 KiB

Shower(s).	7289
Cloud covering more than 1/2 of the sky throughout the appropriate period.	6954
Snow, or rain and snow mixed.	6468
Rain.	2885
Cloud covering 1/2 or less of the sky throughout the appropriate period.	2690
Other values (5)	4048

Length

Max length	129
Median length	72
Mean length	44.709798
Min length	5

Characters and Unicode

Total characters	1356227
Distinct characters	38
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Shower(s).
2nd row	Shower(s).
3rd row	Shower(s).
4th row	Cloud covering more than 1/2 of the sky during part of the appropriate period and covering 1/2 or less during part of the period.
5th row	Shower(s).

Common Values

Value	Count	Frequency (%)
Shower(s).	7289	11.1%
Cloud covering more than 1/2 of the sky throughout the appropriate period.	6954	10.6%
Snow, or rain and snow mixed.	6468	9.9%
Rain.	2885	4.4%
Cloud covering 1/2 or less of the sky throughout the appropriate period.	2690	4.1%
Cloud covering more than 1/2 of the sky during part of the appropriate period and covering 1/2 or less during part of the period.	2474	3.8%
Thunderstorm(s) with or without precipitation.	837	1.3%
Drizzle.	353	0.5%
Fog or ice fog or thick haze.	202	0.3%
Sandstorm, duststorm or blowing snow.	182	0.3%
(Missing)	35176	53.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
the	26710	11.6%
of	17066	7.4%
covering	14592	6.3%
1/2	14592	6.3%
period	14592	6.3%
snow	13118	5.7%
or	13055	5.7%
cloud	12118	5.2%
sky	12118	5.2%
appropriate	12118	5.2%
Other values (22)	80869	35.0%

Most occurring characters

Value	Count	Frequency (%)
	200614	14.8%
o	136125	10.0%
r	112428	8.3%
e	98792	7.3%
t	78262	5.8%
i	67195	5.0%
h	65630	4.8%
n	62419	4.6%
a	58128	4.3%
p	57568	4.2%
Other values (28)	419066	30.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1356227	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	200614	14.8%
o	136125	10.0%
r	112428	8.3%
e	98792	7.3%
t	78262	5.8%
i	67195	5.0%
h	65630	4.8%
n	62419	4.6%
a	58128	4.3%
p	57568	4.2%
Other values (28)	419066	30.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1356227	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	200614	14.8%
o	136125	10.0%
r	112428	8.3%
e	98792	7.3%
t	78262	5.8%
i	67195	5.0%
h	65630	4.8%
n	62419	4.6%
a	58128	4.3%
p	57568	4.2%
Other values (28)	419066	30.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1356227	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	200614	14.8%
o	136125	10.0%
r	112428	8.3%
e	98792	7.3%
t	78262	5.8%
i	67195	5.0%
h	65630	4.8%
n	62419	4.6%
a	58128	4.3%
p	57568	4.2%
Other values (28)	419066	30.9%

W2
Categorical

MISSING

Distinct	9
Distinct (%)	< 0.1%
Missing	35176
Missing (%)	53.7%
Memory size	511.9 KiB

Cloud covering more than 1/2 of the sky throughout the appropriate period.	21002
Cloud covering more than 1/2 of the sky during part of the appropriate period and covering 1/2 or less during part of the period.	3695
Cloud covering 1/2 or less of the sky throughout the appropriate period.	2797
Shower(s).	731
Rain.	714
Other values (4)	1395

Length

Max length	129
Median length	74
Mean length	75.318982
Min length	5

Characters and Unicode

Total characters	2284726
Distinct characters	37
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Cloud covering more than 1/2 of the sky throughout the appropriate period.
2nd row	Cloud covering more than 1/2 of the sky throughout the appropriate period.
3rd row	Cloud covering more than 1/2 of the sky throughout the appropriate period.
4th row	Cloud covering more than 1/2 of the sky during part of the appropriate period and covering 1/2 or less during part of the period.
5th row	Cloud covering more than 1/2 of the sky throughout the appropriate period.

Common Values

Value	Count	Frequency (%)
Cloud covering more than 1/2 of the sky throughout the appropriate period.	21002	32.1%
Cloud covering more than 1/2 of the sky during part of the appropriate period and covering 1/2 or less during part of the period.	3695	5.6%
Cloud covering 1/2 or less of the sky throughout the appropriate period.	2797	4.3%
Shower(s).	731	1.1%
Rain.	714	1.1%
Sandstorm, duststorm or blowing snow.	665	1.0%
Snow, or rain and snow mixed.	466	0.7%
Drizzle.	196	0.3%
Fog or ice fog or thick haze.	68	0.1%
(Missing)	35176	53.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
the	58683	15.3%
of	34884	9.1%
covering	31189	8.2%
1/2	31189	8.2%
period	31189	8.2%
cloud	27494	7.2%
sky	27494	7.2%
appropriate	27494	7.2%
more	24697	6.5%
than	24697	6.5%
Other values (18)	63496	16.6%

Most occurring characters

Value	Count	Frequency (%)
	352172	15.4%
o	236763	10.4%
r	191124	8.4%
e	181273	7.9%
t	167925	7.3%
h	131845	5.8%
p	121061	5.3%
i	99905	4.4%
a	93149	4.1%
u	83147	3.6%
Other values (27)	626362	27.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2284726	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	352172	15.4%
o	236763	10.4%
r	191124	8.4%
e	181273	7.9%
t	167925	7.3%
h	131845	5.8%
p	121061	5.3%
i	99905	4.4%
a	93149	4.1%
u	83147	3.6%
Other values (27)	626362	27.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2284726	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	352172	15.4%
o	236763	10.4%
r	191124	8.4%
e	181273	7.9%
t	167925	7.3%
h	131845	5.8%
p	121061	5.3%
i	99905	4.4%
a	93149	4.1%
u	83147	3.6%
Other values (27)	626362	27.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2284726	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	352172	15.4%
o	236763	10.4%
r	191124	8.4%
e	181273	7.9%
t	167925	7.3%
h	131845	5.8%
p	121061	5.3%
i	99905	4.4%
a	93149	4.1%
u	83147	3.6%
Other values (27)	626362	27.4%

Tn
Real number (ℝ)

MISSING

Distinct	484
Distinct (%)	4.3%
Missing	54267
Missing (%)	82.8%
Infinite	0
Infinite (%)	0.0%
Mean	3.4133772

Minimum	-30.8
Maximum	28
Zeros	45
Zeros (%)	0.1%
Negative	4008
Negative (%)	6.1%
Memory size	511.9 KiB

Quantile statistics

Minimum	-30.8
5-th percentile	-13.5
Q1	-2.5
median	3.4
Q3	11
95-th percentile	17.1
Maximum	28
Range	58.8
Interquartile range (IQR)	13.5

Descriptive statistics

Standard deviation	9.3547419
Coefficient of variation (CV)	2.7406118
Kurtosis	-0.20667358
Mean	3.4133772
Median Absolute Deviation (MAD)	6.8
Skewness	-0.43098883
Sum	38376.6
Variance	87.511196
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2	74	0.1%
8.1	71	0.1%
0.8	69	0.1%
1.2	67	0.1%
0.7	67	0.1%
0.6	64	0.1%
-1.6	64	0.1%
-0.2	63	0.1%
-1.7	62	0.1%
12.6	58	0.1%
Other values (474)	10584	16.2%
(Missing)	54267	82.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-30.8	1	< 0.1%
-30.4	1	< 0.1%
-29.9	1	< 0.1%
-29.8	1	< 0.1%
-29.4	1	< 0.1%
-28.6	1	< 0.1%
-28.5	1	< 0.1%
-28.3	1	< 0.1%
-27.7	2	< 0.1%
-27	1	< 0.1%

Value	Count	Frequency (%)
28	1	< 0.1%
26	1	< 0.1%
24.6	1	< 0.1%
24.4	1	< 0.1%
24.1	1	< 0.1%
23.5	1	< 0.1%
22.6	1	< 0.1%
22.5	1	< 0.1%
22.2	1	< 0.1%
22.1	1	< 0.1%

Tx
Real number (ℝ)

MISSING

Distinct	550
Distinct (%)	7.9%
Missing	58512
Missing (%)	89.3%
Infinite	0
Infinite (%)	0.0%
Mean	10.213132

Minimum	-70.6
Maximum	38.2
Zeros	21
Zeros (%)	< 0.1%
Negative	1493
Negative (%)	2.3%
Memory size	511.9 KiB

Quantile statistics

Minimum	-70.6
5-th percentile	-8.6
Q1	1
median	9.8
Q3	20.675
95-th percentile	28.4
Maximum	38.2
Range	108.8
Interquartile range (IQR)	19.675

Descriptive statistics

Standard deviation	11.905568
Coefficient of variation (CV)	1.1657117
Kurtosis	-0.61589583
Mean	10.213132
Median Absolute Deviation (MAD)	9.7
Skewness	-0.12029502
Sum	71471.5
Variance	141.74255
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.2	41	0.1%
24	36	0.1%
2.6	35	0.1%
2	34	0.1%
1.2	34	0.1%
1.9	34	0.1%
-1.5	34	0.1%
23.5	33	0.1%
0.9	33	0.1%
2.5	32	< 0.1%
Other values (540)	6652	10.2%
(Missing)	58512	89.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-70.6	1	< 0.1%
-26.9	1	< 0.1%
-25.4	1	< 0.1%
-25	1	< 0.1%
-23.5	1	< 0.1%
-22.9	2	< 0.1%
-22.7	1	< 0.1%
-22.3	1	< 0.1%
-21.7	1	< 0.1%
-21.5	2	< 0.1%

Value	Count	Frequency (%)
38.2	1	< 0.1%
37.5	2	< 0.1%
37.3	1	< 0.1%
37.2	1	< 0.1%
36.9	1	< 0.1%
36.7	1	< 0.1%
36.6	1	< 0.1%
36.3	1	< 0.1%
36.1	1	< 0.1%
36	1	< 0.1%

Cl
Categorical

MISSING

Distinct	10
Distinct (%)	< 0.1%
Missing	16143
Missing (%)	24.6%
Memory size	511.9 KiB

Stratocumulus other than Stratocumulus cumulogenitus.	18600
Stratus fractus or Cumulus fractus of bad weather, or both (pannus), usually below Altostratus or Nimbostratus.	7204
No Stratocumulus, Stratus, Cumulus or Cumulonimbus.	6940
Stratocumulus cumulogenitus.	3626
Cumulus and Stratocumulus other than Stratocumulus cumulogenitus, with bases at different levels.	3316
Other values (5)	9681

Length

Max length	145
Median length	126
Mean length	70.640002
Min length	28

Characters and Unicode

Total characters	3487285
Distinct characters	30
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Stratocumulus cumulogenitus.
2nd row	Cumulus humilis or Cumulus fractus other than of bad weather, or both.
3rd row	Cumulus mediocris or congestus, with or without Cumulus of species fractus or humilis or Stratocumulus, all having their bases at the same level.
4th row	Stratocumulus other than Stratocumulus cumulogenitus.
5th row	No Stratocumulus, Stratus, Cumulus or Cumulonimbus.

Common Values

Value	Count	Frequency (%)
Stratocumulus other than Stratocumulus cumulogenitus.	18600	28.4%
Stratus fractus or Cumulus fractus of bad weather, or both (pannus), usually below Altostratus or Nimbostratus.	7204	11.0%
No Stratocumulus, Stratus, Cumulus or Cumulonimbus.	6940	10.6%
Stratocumulus cumulogenitus.	3626	5.5%
Cumulus and Stratocumulus other than Stratocumulus cumulogenitus, with bases at different levels.	3316	5.1%
Stratus nebulosus or Stratus fractus other than of bad weather, or both.	3109	4.7%
Cumulonimbus capillatus (often with an anvil), with or without Cumulonimbus calvus, Cumulus, Stratocumulus, Stratus or pannus.	2099	3.2%
Cumulus humilis or Cumulus fractus other than of bad weather, or both.	1878	2.9%
Cumulus mediocris or congestus, with or without Cumulus of species fractus or humilis or Stratocumulus, all having their bases at the same level.	1631	2.5%
Cumulonimbus calvus, with or without Cumulus, Stratocumulus or Stratus.	964	1.5%
(Missing)	16143	24.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
stratocumulus	59092	13.5%
or	51176	11.7%
cumulus	27541	6.3%
other	26903	6.2%
than	26903	6.2%
cumulogenitus	25542	5.9%
stratus	23425	5.4%
fractus	21026	4.8%
of	13822	3.2%
both	12191	2.8%
Other values (32)	148944	34.1%

Most occurring characters

Value	Count	Frequency (%)
u	476615	13.7%
	387198	11.1%
t	362661	10.4%
s	251936	7.2%
o	242544	7.0%
a	215305	6.2%
r	214799	6.2%
l	182227	5.2%
m	150354	4.3%
e	122129	3.5%
Other values (20)	881517	25.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3487285	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
u	476615	13.7%
	387198	11.1%
t	362661	10.4%
s	251936	7.2%
o	242544	7.0%
a	215305	6.2%
r	214799	6.2%
l	182227	5.2%
m	150354	4.3%
e	122129	3.5%
Other values (20)	881517	25.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3487285	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
u	476615	13.7%
	387198	11.1%
t	362661	10.4%
s	251936	7.2%
o	242544	7.0%
a	215305	6.2%
r	214799	6.2%
l	182227	5.2%
m	150354	4.3%
e	122129	3.5%
Other values (20)	881517	25.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3487285	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
u	476615	13.7%
	387198	11.1%
t	362661	10.4%
s	251936	7.2%
o	242544	7.0%
a	215305	6.2%
r	214799	6.2%
l	182227	5.2%
m	150354	4.3%
e	122129	3.5%
Other values (20)	881517	25.3%

Nh
Categorical

MISSING

Distinct	9
Distinct (%)	< 0.1%
Missing	13107
Missing (%)	20.0%
Memory size	511.9 KiB

100%.	24303
70 – 80%.	5459
90 or more, but not 100%	4817
no clouds	4674
20–30%.	4391
Other values (4)	8759

Length

Max length	25
Median length	23
Mean length	8.044902
Min length	4

Characters and Unicode

Total characters	421577
Distinct characters	27
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	20–30%.
2nd row	40%.
3rd row	60%.
4th row	60%.
5th row	no clouds

Common Values

Value	Count	Frequency (%)
100%.	24303	37.1%
70 – 80%.	5459	8.3%
90 or more, but not 100%	4817	7.4%
no clouds	4674	7.1%
20–30%.	4391	6.7%
60%.	3129	4.8%
40%.	2649	4.0%
50%.	1788	2.7%
10% or less, but not 0	1193	1.8%
(Missing)	13107	20.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
100	29120	29.7%
or	6010	6.1%
but	6010	6.1%
not	6010	6.1%
–	5459	5.6%
80	5459	5.6%
70	5459	5.6%
90	4817	4.9%
more	4817	4.9%
clouds	4674	4.8%
Other values (8)	20210	20.6%

Most occurring characters

Value	Count	Frequency (%)
0	92709	22.0%
	51652	12.3%
%	47729	11.3%
.	41719	9.9%
1	30313	7.2%
o	26185	6.2%
t	12020	2.9%
r	10827	2.6%
n	10684	2.5%
u	10684	2.5%
Other values (17)	87055	20.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	421577	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	92709	22.0%
	51652	12.3%
%	47729	11.3%
.	41719	9.9%
1	30313	7.2%
o	26185	6.2%
t	12020	2.9%
r	10827	2.6%
n	10684	2.5%
u	10684	2.5%
Other values (17)	87055	20.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	421577	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	92709	22.0%
	51652	12.3%
%	47729	11.3%
.	41719	9.9%
1	30313	7.2%
o	26185	6.2%
t	12020	2.9%
r	10827	2.6%
n	10684	2.5%
u	10684	2.5%
Other values (17)	87055	20.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	421577	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	92709	22.0%
	51652	12.3%
%	47729	11.3%
.	41719	9.9%
1	30313	7.2%
o	26185	6.2%
t	12020	2.9%
r	10827	2.6%
n	10684	2.5%
u	10684	2.5%
Other values (17)	87055	20.6%

H
Categorical

MISSING

Distinct	10
Distinct (%)	< 0.1%
Missing	13086
Missing (%)	20.0%
Memory size	511.9 KiB

600-1000	22645
2500 or more, or no clouds.	9942
300-600	8941
1000-1500	6162
200-300	3547
Other values (5)	1187

Length

Max length	27
Median length	13
Mean length	11.475927
Min length	6

Characters and Unicode

Total characters	601614
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1000-1500
2nd row	1000-1500
3rd row	1000-1500
4th row	1000-1500
5th row	2500 or more, or no clouds.

Common Values

Value	Count	Frequency (%)
600-1000	22645	34.6%
2500 or more, or no clouds.	9942	15.2%
300-600	8941	13.6%
1000-1500	6162	9.4%
200-300	3547	5.4%
100-200	743	1.1%
1500-2000	344	0.5%
2000-2500	76	0.1%
50-100	21	< 0.1%
Less than 50	3	< 0.1%
(Missing)	13086	20.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
600-1000	22645	22.2%
or	19884	19.5%
2500	9942	9.7%
more	9942	9.7%
no	9942	9.7%
clouds	9942	9.7%
300-600	8941	8.8%
1000-1500	6162	6.0%
200-300	3547	3.5%
100-200	743	0.7%
Other values (6)	450	0.4%

Most occurring characters

Value	Count	Frequency (%)
0	219009	36.4%
	49719	8.3%
o	49710	8.3%
-	42479	7.1%
1	36077	6.0%
6	31586	5.3%
r	29826	5.0%
5	16548	2.8%
2	14728	2.4%
3	12488	2.1%
Other values (14)	99444	16.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	601614	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	219009	36.4%
	49719	8.3%
o	49710	8.3%
-	42479	7.1%
1	36077	6.0%
6	31586	5.3%
r	29826	5.0%
5	16548	2.8%
2	14728	2.4%
3	12488	2.1%
Other values (14)	99444	16.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	601614	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	219009	36.4%
	49719	8.3%
o	49710	8.3%
-	42479	7.1%
1	36077	6.0%
6	31586	5.3%
r	29826	5.0%
5	16548	2.8%
2	14728	2.4%
3	12488	2.1%
Other values (14)	99444	16.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	601614	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	219009	36.4%
	49719	8.3%
o	49710	8.3%
-	42479	7.1%
1	36077	6.0%
6	31586	5.3%
r	29826	5.0%
5	16548	2.8%
2	14728	2.4%
3	12488	2.1%
Other values (14)	99444	16.5%

Cm
Categorical

MISSING

Distinct	10
Distinct (%)	< 0.1%
Missing	33715
Missing (%)	51.5%
Memory size	511.9 KiB

No Altocumulus, Altostratus or Nimbostratus.	13133
Altocumulus castellanus or floccus.	5997
Altocumulus translucidus at a single level.	5884
Altostratus opacus or Nimbostratus.	2698
Altostratus translucidus.	1598
Other values (5)	2485

Length

Max length	183
Median length	182
Mean length	48.345023
Min length	25

Characters and Unicode

Total characters	1537130
Distinct characters	31
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No Altocumulus, Altostratus or Nimbostratus.
2nd row	No Altocumulus, Altostratus or Nimbostratus.
3rd row	No Altocumulus, Altostratus or Nimbostratus.
4th row	No Altocumulus, Altostratus or Nimbostratus.
5th row	No Altocumulus, Altostratus or Nimbostratus.

Common Values

Value	Count	Frequency (%)
No Altocumulus, Altostratus or Nimbostratus.	13133	20.0%
Altocumulus castellanus or floccus.	5997	9.2%
Altocumulus translucidus at a single level.	5884	9.0%
Altostratus opacus or Nimbostratus.	2698	4.1%
Altostratus translucidus.	1598	2.4%
Altocumulus translucidus or opacus in two or more layers, or Altocumulus opacus in a single layer, not progressively invading the sky, or Altocumulus with Altostratus or Nimbostratus.	940	1.4%
Altocumulus translucidus in bands, or one or more layers of Altocumulus translucidus or opacus, progressively invading the sky; these Altocumulus clouds generally thicken as a whole.	674	1.0%
Altocumulus cumulogenitus (or cumulonimbogenitus).	480	0.7%
Patches (often lenticular) of Altocumulus translucidus, continually changing and occurring at one or more levels.	375	0.6%
Altocumulus of a chaotic sky, generally at several levels.	16	< 0.1%
(Missing)	33715	51.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
altocumulus	30727	16.2%
or	29405	15.5%
altostratus	18369	9.7%
nimbostratus	16771	8.8%
no	13133	6.9%
translucidus	10145	5.4%
a	7514	4.0%
single	6824	3.6%
at	6275	3.3%
castellanus	5997	3.2%
Other values (35)	44378	23.4%

Most occurring characters

Value	Count	Frequency (%)
u	169536	11.0%
s	162274	10.6%
	157743	10.3%
t	150051	9.8%
l	136705	8.9%
o	131180	8.5%
a	84433	5.5%
r	84292	5.5%
c	68705	4.5%
m	50927	3.3%
Other values (21)	341284	22.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1537130	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
u	169536	11.0%
s	162274	10.6%
	157743	10.3%
t	150051	9.8%
l	136705	8.9%
o	131180	8.5%
a	84433	5.5%
r	84292	5.5%
c	68705	4.5%
m	50927	3.3%
Other values (21)	341284	22.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1537130	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
u	169536	11.0%
s	162274	10.6%
	157743	10.3%
t	150051	9.8%
l	136705	8.9%
o	131180	8.5%
a	84433	5.5%
r	84292	5.5%
c	68705	4.5%
m	50927	3.3%
Other values (21)	341284	22.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1537130	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
u	169536	11.0%
s	162274	10.6%
	157743	10.3%
t	150051	9.8%
l	136705	8.9%
o	131180	8.5%
a	84433	5.5%
r	84292	5.5%
c	68705	4.5%
m	50927	3.3%
Other values (21)	341284	22.2%

Ch
Categorical

MISSING

Distinct	10
Distinct (%)	< 0.1%
Missing	37018
Missing (%)	56.5%
Memory size	511.9 KiB

No Cirrus, Cirrocumulus or Cirrostratus.	11179
Cirrocumulus alone, or Cirrocumulus accompanied by Cirrus or Cirrostratus or both, but Cirrocumulus is predominant.	8182
Cirrus fibratus, sometimes uncinus, not progressively invading the sky.	6471
Cirrus (often in bands) and Cirrostratus, or Cirrostratus alone, progressively invading the sky; they generally thicken as a whole; the continuous veil extends more than 45 degrees above the horizon, without the sky being totally covered.	661
Cirrus spissatus, in patches or entangled sheaves, which usually do not increase and sometimes seem to be the remains of the upper part of a Cumulonimbus; or Cirrus castellanus or floccus.	645
Other values (5)	1354

Length

Max length	238
Median length	200
Mean length	80.704198
Min length	36

Characters and Unicode

Total characters	2299424
Distinct characters	34
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Cirrus fibratus, sometimes uncinus, not progressively invading the sky.
2nd row	Cirrus fibratus, sometimes uncinus, not progressively invading the sky.
3rd row	Cirrus fibratus, sometimes uncinus, not progressively invading the sky.
4th row	Cirrostratus covering the whole sky.
5th row	Cirrus (often in bands) and Cirrostratus, or Cirrostratus alone, progressively invading the sky; they generally thicken as a whole; the continuous veil extends more than 45 degrees above the horizon, without the sky being totally covered.

Common Values

Value	Count	Frequency (%)
No Cirrus, Cirrocumulus or Cirrostratus.	11179	17.1%
Cirrocumulus alone, or Cirrocumulus accompanied by Cirrus or Cirrostratus or both, but Cirrocumulus is predominant.	8182	12.5%
Cirrus fibratus, sometimes uncinus, not progressively invading the sky.	6471	9.9%
Cirrus (often in bands) and Cirrostratus, or Cirrostratus alone, progressively invading the sky; they generally thicken as a whole; the continuous veil extends more than 45 degrees above the horizon, without the sky being totally covered.	661	1.0%
Cirrus spissatus, in patches or entangled sheaves, which usually do not increase and sometimes seem to be the remains of the upper part of a Cumulonimbus; or Cirrus castellanus or floccus.	645	1.0%
Cirrus (often in bands) and Cirrostratus, or Cirrostratus alone, progressively invading the sky; they generally thicken as a whole, but the continuous veil does not reach 45 degrees above the horizon.	566	0.9%
Cirrus uncinus or fibratus, or both, progressively invading the sky; they generally thicken as a whole.	431	0.7%
Cirrostratus covering the whole sky.	216	0.3%
Cirrus spissatus cumulonimbogenitus.	71	0.1%
Cirrostratus not progressively invading the sky and not entirely covering it.	70	0.1%
(Missing)	37018	56.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
or	39749	12.9%
cirrocumulus	35725	11.6%
cirrus	28851	9.4%
cirrostratus	22101	7.2%
the	12820	4.2%
no	11179	3.6%
alone	9409	3.1%
sky	9076	3.0%
but	8748	2.8%
both	8613	2.8%
Other values (57)	120889	39.4%

Most occurring characters

Value	Count	Frequency (%)
	278668	12.1%
r	275622	12.0%
u	196785	8.6%
s	187066	8.1%
o	183021	8.0%
i	169137	7.4%
t	118293	5.1%
e	99071	4.3%
n	91595	4.0%
a	89581	3.9%
Other values (24)	610585	26.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2299424	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	278668	12.1%
r	275622	12.0%
u	196785	8.6%
s	187066	8.1%
o	183021	8.0%
i	169137	7.4%
t	118293	5.1%
e	99071	4.3%
n	91595	4.0%
a	89581	3.9%
Other values (24)	610585	26.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2299424	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	278668	12.1%
r	275622	12.0%
u	196785	8.6%
s	187066	8.1%
o	183021	8.0%
i	169137	7.4%
t	118293	5.1%
e	99071	4.3%
n	91595	4.0%
a	89581	3.9%
Other values (24)	610585	26.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2299424	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	278668	12.1%
r	275622	12.0%
u	196785	8.6%
s	187066	8.1%
o	183021	8.0%
i	169137	7.4%
t	118293	5.1%
e	99071	4.3%
n	91595	4.0%
a	89581	3.9%
Other values (24)	610585	26.6%

VV
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	25905
Missing (%)	39.5%
Memory size	511.9 KiB

Td
Real number (ℝ)

Distinct	539
Distinct (%)	0.8%
Missing	36
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.9512326

Minimum	-33.3
Maximum	23.3
Zeros	365
Zeros (%)	0.6%
Negative	27596
Negative (%)	42.1%
Memory size	511.9 KiB

Quantile statistics

Minimum	-33.3
5-th percentile	-14.4
Q1	-4.4
median	1.7
Q3	9.8
95-th percentile	16
Maximum	23.3
Range	56.6
Interquartile range (IQR)	14.2

Descriptive statistics

Standard deviation	9.396289
Coefficient of variation (CV)	4.8155659
Kurtosis	-0.38294005
Mean	1.9512326
Median Absolute Deviation (MAD)	7.1
Skewness	-0.32732885
Sum	127755
Variance	88.290246
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	365	0.6%
-0.2	360	0.5%
0.2	350	0.5%
0.3	339	0.5%
0.4	337	0.5%
0.1	335	0.5%
-0.5	328	0.5%
-0.3	326	0.5%
0.6	318	0.5%
-1.4	313	0.5%
Other values (529)	62103	94.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-33.3	1	< 0.1%
-32.8	1	< 0.1%
-32.7	2	< 0.1%
-32.5	2	< 0.1%
-32.4	1	< 0.1%
-32.3	2	< 0.1%
-32.1	1	< 0.1%
-31.9	1	< 0.1%
-31.3	3	< 0.1%
-31.1	1	< 0.1%

Value	Count	Frequency (%)
23.3	1	< 0.1%
22.9	1	< 0.1%
22.8	1	< 0.1%
22.7	1	< 0.1%
22.5	1	< 0.1%
22.1	2	< 0.1%
22	1	< 0.1%
21.9	3	< 0.1%
21.8	4	< 0.1%
21.7	1	< 0.1%

RRR
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	44894
Missing (%)	68.5%
Memory size	511.9 KiB

tR
Categorical

IMBALANCE MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	44893
Missing (%)	68.5%
Memory size	511.9 KiB

12.0	20615
24.0	1
2.0	1

Length

Max length	4
Median length	4
Mean length	3.9999515
Min length	3

Characters and Unicode

Total characters	82467
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	12.0
2nd row	12.0
3rd row	12.0
4th row	12.0
5th row	12.0

Common Values

Value	Count	Frequency (%)
12.0	20615	31.5%
24.0	1	< 0.1%
2.0	1	< 0.1%
(Missing)	44893	68.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
12.0	20615	> 99.9%
24.0	1	< 0.1%
2.0	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
2	20617	25.0%
.	20617	25.0%
0	20617	25.0%
1	20615	25.0%
4	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	82467	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	20617	25.0%
.	20617	25.0%
0	20617	25.0%
1	20615	25.0%
4	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	82467	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	20617	25.0%
.	20617	25.0%
0	20617	25.0%
1	20615	25.0%
4	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	82467	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	20617	25.0%
.	20617	25.0%
0	20617	25.0%
1	20615	25.0%
4	1	< 0.1%

E
Categorical

MISSING

Distinct	6
Distinct (%)	0.2%
Missing	62595
Missing (%)	95.6%
Memory size	511.9 KiB

Surface of ground moist.	1334
Surface of ground dry (without cracks and no appreciable amount of dust or loose sand).	741
Surface of ground wet (standing water in small or large pools on surface).	601
Flooded.	142
Surface of ground frozen.	96

Length

Max length	87
Median length	74
Mean length	49.587307
Min length	8

Characters and Unicode

Total characters	144547
Distinct characters	30
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Surface of ground wet (standing water in small or large pools on surface).
2nd row	Surface of ground wet (standing water in small or large pools on surface).
3rd row	Surface of ground wet (standing water in small or large pools on surface).
4th row	Flooded.
5th row	Flooded.

Common Values

Value	Count	Frequency (%)
Surface of ground moist.	1334	2.0%
Surface of ground dry (without cracks and no appreciable amount of dust or loose sand).	741	1.1%
Surface of ground wet (standing water in small or large pools on surface).	601	0.9%
Flooded.	142	0.2%
Surface of ground frozen.	96	0.1%
Loose dry dust or sand not covering ground completely.	1	< 0.1%
(Missing)	62595	95.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
of	3513	14.2%
surface	3373	13.6%
ground	2773	11.2%
or	1343	5.4%
moist	1334	5.4%
dust	742	3.0%
loose	742	3.0%
sand	742	3.0%
dry	742	3.0%
no	741	3.0%
Other values (18)	8754	35.3%

Most occurring characters

Value	Count	Frequency (%)
	21884	15.1%
o	14856	10.3%
r	11012	7.6%
a	10224	7.1%
u	8370	5.8%
n	8240	5.7%
e	7641	5.3%
f	6982	4.8%
s	6705	4.6%
d	6625	4.6%
Other values (20)	42008	29.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	144547	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	21884	15.1%
o	14856	10.3%
r	11012	7.6%
a	10224	7.1%
u	8370	5.8%
n	8240	5.7%
e	7641	5.3%
f	6982	4.8%
s	6705	4.6%
d	6625	4.6%
Other values (20)	42008	29.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	144547	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	21884	15.1%
o	14856	10.3%
r	11012	7.6%
a	10224	7.1%
u	8370	5.8%
n	8240	5.7%
e	7641	5.3%
f	6982	4.8%
s	6705	4.6%
d	6625	4.6%
Other values (20)	42008	29.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	144547	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	21884	15.1%
o	14856	10.3%
r	11012	7.6%
a	10224	7.1%
u	8370	5.8%
n	8240	5.7%
e	7641	5.3%
f	6982	4.8%
s	6705	4.6%
d	6625	4.6%
Other values (20)	42008	29.1%

Tg
Real number (ℝ)

MISSING

Distinct	35
Distinct (%)	1.5%
Missing	63212
Missing (%)	96.5%
Infinite	0
Infinite (%)	0.0%
Mean	9.4577894

Minimum	-11
Maximum	25
Zeros	87
Zeros (%)	0.1%
Negative	105
Negative (%)	0.2%
Memory size	511.9 KiB

Quantile statistics

Minimum	-11
5-th percentile	0
Q1	5
median	10
Q3	14
95-th percentile	18
Maximum	25
Range	36
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	5.7974972
Coefficient of variation (CV)	0.61298649
Kurtosis	-0.65781667
Mean	9.4577894
Median Absolute Deviation (MAD)	4
Skewness	-0.29804051
Sum	21734
Variance	33.610973
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
12	156	0.2%
14	146	0.2%
15	145	0.2%
13	143	0.2%
10	135	0.2%
11	131	0.2%
16	131	0.2%
6	117	0.2%
8	114	0.2%
7	114	0.2%
Other values (25)	966	1.5%
(Missing)	63212	96.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-11	1	< 0.1%
-10	1	< 0.1%
-8	4	< 0.1%
-7	1	< 0.1%
-6	2	< 0.1%
-5	3	< 0.1%
-4	4	< 0.1%
-3	9	< 0.1%
-2	24	< 0.1%
-1	56	0.1%

Value	Count	Frequency (%)
25	1	< 0.1%
23	1	< 0.1%
22	6	< 0.1%
21	1	< 0.1%
20	22	< 0.1%
19	43	0.1%
18	72	0.1%
17	96	0.1%
16	131	0.2%
15	145	0.2%

E'
Categorical

MISSING

Distinct	7
Distinct (%)	0.3%
Missing	62818
Missing (%)	95.9%
Memory size	511.9 KiB

Even layer of loose dry snow covering ground completely.	1246
Even layer of compact or wet snow covering ground completely.	1008
Compact or wet snow (with or without ice) covering less than one-half of the ground.	272
Compact or wet snow (with or without ice) covering at least one-half of the ground but ground not completely covered.	134
Ground predominantly covered by ice.	29
Other values (2)	3

Length

Max length	117
Median length	90
Mean length	63.54792
Min length	36

Characters and Unicode

Total characters	171071
Distinct characters	30
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Compact or wet snow (with or without ice) covering at least one-half of the ground but ground not completely covered.
2nd row	Compact or wet snow (with or without ice) covering at least one-half of the ground but ground not completely covered.
3rd row	Compact or wet snow (with or without ice) covering at least one-half of the ground but ground not completely covered.
4th row	Even layer of compact or wet snow covering ground completely.
5th row	Even layer of compact or wet snow covering ground completely.

Common Values

Value	Count	Frequency (%)
Even layer of loose dry snow covering ground completely.	1246	1.9%
Even layer of compact or wet snow covering ground completely.	1008	1.5%
Compact or wet snow (with or without ice) covering less than one-half of the ground.	272	0.4%
Compact or wet snow (with or without ice) covering at least one-half of the ground but ground not completely covered.	134	0.2%
Ground predominantly covered by ice.	29	< 0.1%
Loose dry snow covering at least one-half of the ground but ground not completely covered.	2	< 0.1%
Loose dry snow covering less than one-half of the ground.	1	< 0.1%
(Missing)	62818	95.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
ground	2828	10.0%
of	2663	9.4%
snow	2663	9.4%
covering	2663	9.4%
completely	2390	8.5%
even	2254	8.0%
layer	2254	8.0%
or	1820	6.4%
compact	1414	5.0%
wet	1414	5.0%
Other values (16)	5876	20.8%

Most occurring characters

Value	Count	Frequency (%)
	25547	14.9%
o	20084	11.7%
e	16635	9.7%
n	11284	6.6%
r	11008	6.4%
l	9127	5.3%
c	8075	4.7%
t	7691	4.5%
y	5951	3.5%
g	5462	3.2%
Other values (20)	50207	29.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	171071	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	25547	14.9%
o	20084	11.7%
e	16635	9.7%
n	11284	6.6%
r	11008	6.4%
l	9127	5.3%
c	8075	4.7%
t	7691	4.5%
y	5951	3.5%
g	5462	3.2%
Other values (20)	50207	29.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	171071	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	25547	14.9%
o	20084	11.7%
e	16635	9.7%
n	11284	6.6%
r	11008	6.4%
l	9127	5.3%
c	8075	4.7%
t	7691	4.5%
y	5951	3.5%
g	5462	3.2%
Other values (20)	50207	29.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	171071	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	25547	14.9%
o	20084	11.7%
e	16635	9.7%
n	11284	6.6%
r	11008	6.4%
l	9127	5.3%
c	8075	4.7%
t	7691	4.5%
y	5951	3.5%
g	5462	3.2%
Other values (20)	50207	29.3%

sss
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	63042
Missing (%)	96.2%
Memory size	511.9 KiB

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	Local time in Moscow	T	Po	P	Pa	U	DD	Ff	ff10	ff3	N	WW	W1	W2	Tn	Tx	Cl	Nh	H	Cm	Ch	VV	Td	RRR	tR	E	Tg	E'	sss
0	25.04.2024 21:00	14.9	744.0	757.3	0.9	69.0	Calm, no wind	0.0	NaN	NaN	70 – 80%.		NaN	NaN	NaN	21.5	Stratocumulus cumulogenitus.	20–30%.	1000-1500	No Altocumulus, Altostratus or Nimbostratus.	Cirrus fibratus, sometimes uncinus, not progressively invading the sky.	20	9.2	No precipitation	12.0	NaN	NaN	NaN	NaN
1	25.04.2024 18:00	20.6	743.1	756.1	0.2	46.0	Wind blowing from the south-southeast	1.0	NaN	NaN	70 – 80%.		NaN	NaN	NaN	NaN	Cumulus humilis or Cumulus fractus other than of bad weather, or both.	40%.	1000-1500	No Altocumulus, Altostratus or Nimbostratus.	Cirrus fibratus, sometimes uncinus, not progressively invading the sky.	20	8.6	No precipitation	12.0	NaN	NaN	NaN	NaN
2	25.04.2024 15:00	20.2	742.9	755.8	0.1	53.0	Wind blowing from the south-east	2.0	NaN	NaN	90 or more, but not 100%		NaN	NaN	NaN	NaN	Cumulus mediocris or congestus, with or without Cumulus of species fractus or humilis or Stratocumulus, all having their bases at the same level.	60%.	1000-1500	No Altocumulus, Altostratus or Nimbostratus.	Cirrus fibratus, sometimes uncinus, not progressively invading the sky.	20	10.2	NaN	NaN	NaN	NaN	NaN	NaN
3	25.04.2024 12:00	18.1	742.8	755.8	0.1	55.0	Wind blowing from the south-southeast	2.0	NaN	NaN	100%.		NaN	NaN	NaN	NaN	Stratocumulus other than Stratocumulus cumulogenitus.	60%.	1000-1500	No Altocumulus, Altostratus or Nimbostratus.	Cirrostratus covering the whole sky.	19	8.9	NaN	NaN	NaN	NaN	NaN	NaN
4	25.04.2024 09:00	14.1	742.7	756.1	-1.1	58.0	Wind blowing from the south-southeast	3.0	NaN	NaN	100%.		NaN	NaN	10.2	NaN	No Stratocumulus, Stratus, Cumulus or Cumulonimbus.	no clouds	2500 or more, or no clouds.	No Altocumulus, Altostratus or Nimbostratus.	Cirrus (often in bands) and Cirrostratus, or Cirrostratus alone, progressively invading the sky; they generally thicken as a whole; the continuous veil extends more than 45 degrees above the horizon, without the sky being totally covered.	20	5.8	0.1	12.0	Surface of ground wet (standing water in small or large pools on surface).	8.0	NaN	NaN
5	25.04.2024 06:00	11.0	743.8	757.3	-2.4	62.0	Wind blowing from the south-east	2.0	NaN	NaN	60%.		NaN	NaN	10.2	NaN	Stratocumulus other than Stratocumulus cumulogenitus.	60%.	1000-1500	No Altocumulus, Altostratus or Nimbostratus.	No Cirrus, Cirrocumulus or Cirrostratus.	20	4.0	0.1	12.0	NaN	NaN	NaN	NaN
6	25.04.2024 03:00	10.4	746.2	759.7	-1.7	64.0	Wind blowing from the east	2.0	NaN	NaN	100%.	Shower(s) of rain.	Shower(s).	Cloud covering more than 1/2 of the sky throughout the appropriate period.	NaN	NaN	Stratocumulus other than Stratocumulus cumulogenitus.	100%.	1000-1500	NaN	NaN	20	3.9	NaN	NaN	NaN	NaN	NaN	NaN
7	25.04.2024 00:00	11.5	747.9	761.4	-1.1	50.0	Wind blowing from the east-southeast	1.0	NaN	NaN	100%.		NaN	NaN	NaN	NaN	No Stratocumulus, Stratus, Cumulus or Cumulonimbus.	100%.	2500 or more, or no clouds.	Altocumulus translucidus in bands, or one or more layers of Altocumulus translucidus or opacus, progressively invading the sky; these Altocumulus clouds generally thicken as a whole.	NaN	20	1.3	NaN	NaN	NaN	NaN	NaN	NaN
8	24.04.2024 21:00	12.2	749.0	762.5	-0.9	45.0	Wind blowing from the east-southeast	2.0	NaN	NaN	90 or more, but not 100%		NaN	NaN	NaN	13.9	No Stratocumulus, Stratus, Cumulus or Cumulonimbus.	90 or more, but not 100%	2500 or more, or no clouds.	Altocumulus translucidus at a single level.	No Cirrus, Cirrocumulus or Cirrostratus.	20	0.4	No precipitation	12.0	NaN	NaN	NaN	NaN
9	24.04.2024 18:00	13.2	749.9	763.4	-1.6	37.0	Wind blowing from the east-southeast	1.0	NaN	NaN	70 – 80%.		NaN	NaN	NaN	NaN	No Stratocumulus, Stratus, Cumulus or Cumulonimbus.	60%.	2500 or more, or no clouds.	Altocumulus translucidus at a single level.	Cirrus fibratus, sometimes uncinus, not progressively invading the sky.	20	-1.4	No precipitation	12.0	NaN	NaN	NaN	NaN

	Local time in Moscow	T	Po	P	Pa	U	DD	Ff	ff10	ff3	N	WW	W1	W2	Tn	Tx	Cl	Nh	H	Cm	Ch	VV	Td	RRR	tR	E	Tg	E'	sss
65500	02.02.2005 06:00	-10.1	753.3	768.7	NaN	85.0	Wind blowing from the south-east	2.0	NaN	NaN	90 or more, but not 100%	Continuous fall of snowflakes, slight at time of observation.	Snow, or rain and snow mixed.	Cloud covering more than 1/2 of the sky throughout the appropriate period.	NaN	NaN	Stratocumulus other than Stratocumulus cumulogenitus.	90 or more, but not 100%	600-1000	NaN	NaN	NaN	-12.1	0.4	12.0	NaN	NaN	NaN	NaN
65501	02.02.2005 03:00	-9.3	752.2	767.6	NaN	82.0	Wind blowing from the south-east	2.0	NaN	NaN	90 or more, but not 100%	State of sky on the whole unchanged.	Snow, or rain and snow mixed.	Cloud covering more than 1/2 of the sky throughout the appropriate period.	NaN	NaN	Stratocumulus other than Stratocumulus cumulogenitus.	90 or more, but not 100%	600-1000	NaN	NaN	NaN	-11.8	NaN	NaN	NaN	NaN	NaN	NaN
65502	02.02.2005 00:00	-9.1	751.0	766.3	NaN	85.0	Wind blowing from the south-east	2.0	NaN	NaN	100%.	Continuous fall of snowflakes, slight at time of observation.	Snow, or rain and snow mixed.	Cloud covering more than 1/2 of the sky throughout the appropriate period.	NaN	NaN	Stratus fractus or Cumulus fractus of bad weather, or both (pannus), usually below Altostratus or Nimbostratus.	70 – 80%.	300-600	NaN	Cirrocumulus alone, or Cirrocumulus accompanied by Cirrus or Cirrostratus or both, but Cirrocumulus is predominant.	NaN	-11.1	NaN	NaN	NaN	NaN	NaN	NaN
65503	01.02.2005 21:00	-8.9	750.0	765.3	NaN	83.0	Wind blowing from the south-east	2.0	NaN	NaN	90 or more, but not 100%	Continuous fall of snowflakes, slight at time of observation.	Shower(s).	Snow, or rain and snow mixed.	NaN	-6.4	Stratocumulus other than Stratocumulus cumulogenitus.	90 or more, but not 100%	600-1000	NaN	NaN	NaN	-11.3	1	12.0	NaN	NaN	NaN	NaN
65504	01.02.2005 18:00	-7.9	748.7	764.0	NaN	87.0	Wind blowing from the east-southeast	2.0	NaN	NaN	90 or more, but not 100%	Continuous fall of snowflakes, slight at time of observation.	Shower(s).	Snow, or rain and snow mixed.	NaN	NaN	Stratocumulus other than Stratocumulus cumulogenitus.	90 or more, but not 100%	600-1000	NaN	NaN	NaN	-9.7	NaN	NaN	NaN	NaN	NaN	NaN
65505	01.02.2005 15:00	-6.6	746.8	761.8	NaN	83.0	Wind blowing from the south-east	3.0	NaN	NaN	100%.	Snow shower(s), slight.	Shower(s).	Snow, or rain and snow mixed.	NaN	NaN	Cumulus mediocris or congestus, with or without Cumulus of species fractus or humilis or Stratocumulus, all having their bases at the same level.	100%.	300-600	Altocumulus castellanus or floccus.	Cirrocumulus alone, or Cirrocumulus accompanied by Cirrus or Cirrostratus or both, but Cirrocumulus is predominant.	4	-9.0	NaN	NaN	NaN	NaN	NaN	NaN
65506	01.02.2005 12:00	-7.1	745.0	760.0	NaN	85.0	Wind blowing from the south-east	3.0	NaN	NaN	90 or more, but not 100%	Snow not falling as shower(s).	Snow, or rain and snow mixed.	Sandstorm, duststorm or blowing snow.	NaN	NaN	Stratocumulus other than Stratocumulus cumulogenitus.	90 or more, but not 100%	600-1000	NaN	NaN	10	-9.2	NaN	NaN	NaN	NaN	NaN	NaN
65507	01.02.2005 09:00	-8.6	743.5	758.6	NaN	89.0	Wind blowing from the south-east	3.0	NaN	NaN	100%.	Continuous fall of snowflakes, moderate at time of observation.	Snow, or rain and snow mixed.	Sandstorm, duststorm or blowing snow.	-9.4	NaN	Stratus fractus or Cumulus fractus of bad weather, or both (pannus), usually below Altostratus or Nimbostratus.	100%.	300-600	Altostratus translucidus.	Cirrocumulus alone, or Cirrocumulus accompanied by Cirrus or Cirrostratus or both, but Cirrocumulus is predominant.	4	-10.1	3	12.0	NaN	NaN	Even layer of loose dry snow covering ground completely.	43
65508	01.02.2005 06:00	-8.2	742.8	757.9	NaN	90.0	Wind blowing from the south-east	3.0	NaN	NaN	100%.	Continuous fall of snowflakes, slight at time of observation.	Snow, or rain and snow mixed.	Cloud covering more than 1/2 of the sky throughout the appropriate period.	NaN	NaN	Stratus fractus or Cumulus fractus of bad weather, or both (pannus), usually below Altostratus or Nimbostratus.	70 – 80%.	300-600	Altostratus translucidus.	Cirrocumulus alone, or Cirrocumulus accompanied by Cirrus or Cirrostratus or both, but Cirrocumulus is predominant.	NaN	-9.6	2	12.0	NaN	NaN	NaN	NaN
65509	01.02.2005 03:00	-8.6	743.0	758.1	NaN	89.0	Wind blowing from the south-east	2.0	NaN	NaN	100%.	Continuous fall of snowflakes, slight at time of observation.	Snow, or rain and snow mixed.	Cloud covering more than 1/2 of the sky throughout the appropriate period.	NaN	NaN	Stratocumulus other than Stratocumulus cumulogenitus.	70 – 80%.	600-1000	Altostratus translucidus.	Cirrocumulus alone, or Cirrocumulus accompanied by Cirrus or Cirrostratus or both, but Cirrocumulus is predominant.	NaN	-10.1	NaN	NaN	NaN	NaN	NaN	NaN

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters